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Xudong Shen
Xudong Shen
Verified email at u.nus.edu - Homepage
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Year
Beyond the imitation game: Quantifying and extrapolating the capabilities of language models
A Srivastava, A Rastogi, A Rao, AAM Shoeb, A Abid, A Fisch, AR Brown, ...
Transactions on Machine Learning Research (TMLR, 2023), 2023
7272023
Super-NaturalInstructions: Generalization via declarative instructions on 1600+ nlp tasks
Y Wang, S Mishra, P Alipoormolabashi, Y Kordi, A Mirzaei, A Arunkumar, ...
Empirical Methods in Natural Language Processing (EMNLP 2022), 2022
2912022
Benchmarking generalization via in-context instructions on 1,600+ language tasks
Y Wang, S Mishra, P Alipoormolabashi, Y Kordi, A Mirzaei, A Arunkumar, ...
arXiv preprint arXiv:2204.07705 2, 2022
1042022
Nl-augmenter: A framework for task-sensitive natural language augmentation
KD Dhole, V Gangal, S Gehrmann, A Gupta, Z Li, S Mahamood, ...
Northern European Journal of Language Technology (NEJLT, 2023), 2021
642021
Inverse Scaling: When Bigger Isn't Better
IR McKenzie, A Lyzhov, M Pieler, A Parrish, A Mueller, A Prabhu, ...
Transactions on Machine Learning Research (TMLR, 2023), 2023
362023
Unsupervised motion representation learning with capsule autoencoders
Z Xu, X Shen, Y Wong, MS Kankanhalli
Annual Conference on Neural Information Processing Systems (NeurIPS 2021), 2021
172021
Fair Representation: Guaranteeing Approximate Multiple Group Fairness for Unknown Tasks
X Shen, Y Wong, M Kankanhalli
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI 2023 …, 2023
82023
Finetuning Text-to-Image Diffusion Models for Fairness
X Shen, C Du, T Pang, M Lin, Y Wong, M Kankanhalli
International Conference on Learning Representations (ICLR 2024, Oral), 2024
32024
Towards Regulatable AI Systems: Technical Gaps and Policy Opportunities
X Shen, H Brown, J Tao, M Strobel, Y Tong, A Narayan, H Soh, ...
arXiv preprint arXiv:2306.12609, 2023
12023
Unwarranted Gender Disparity in Online P2P Lending: Evidence of Affirmative Action
X Shen, T Tan, TQ Phan, J Keppo
arXiv preprint arXiv:2210.07864, 2022
12022
AI and the EU Digital Markets Act: Addressing the Risks of Bigness in Generative AI
AG Yasar, A Chong, E Dong, TK Gilbert, S Hladikova, R Maio, C Mougan, ...
arXiv preprint arXiv:2308.02033, 2023
2023
Gender Animus Can Still Exist Under Favorable Disparate Impact: a Cautionary Tale from Online P2P Lending
X Shen, T Tan, T Phan, J Keppo
ACM Conference on Fairness, Accountability, and Transparency (FAccT 2023 …, 2023
2023
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